Tower robustness measures a model's expected accuracy over random perturbations within an Lp ball and comes with computable lower and upper bounds based on exact binomial tests.
In Computer Aided Verification, Rupak Majumdar and Viktor Kunčak (Eds.)
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Tower robustness measures a model's expected accuracy over random perturbations within an Lp ball and comes with computable lower and upper bounds based on exact binomial tests.